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IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2022: all accepted papers

2,077 papers · page 1 of 21 · the most cited first · ← IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2022

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  1. High-Resolution Image Synthesis with Latent Diffusion Models ↗Robin Rombach, Andreas Blattmann, Dominik Lorenz et al.16,051 citations
  2. A ConvNet for the 2020s ↗Zhuang Liu, Hanzi Mao, Chao-Yuan Wu et al.8,300 citations
  3. Masked Autoencoders Are Scalable Vision Learners ↗Kaiming He, Xinlei Chen, Saining Xie et al.7,977 citations
  4. Restormer: Efficient Transformer for High-Resolution Image Restoration ↗Syed Waqas Zamir, Aditya Arora, Salman Khan et al.4,143 citations
  5. Masked-attention Mask Transformer for Universal Image Segmentation ↗Bowen Cheng, Ishan Misra, Alexander Gerhard Schwing et al.3,362 citations
  6. Swin Transformer V2: Scaling Up Capacity and Resolution ↗Ze Liu, Han Hu, Yutong Lin et al.2,484 citations
  7. Uformer: A General U-Shaped Transformer for Image Restoration ↗Zhendong Wang, Xiaodong Cun, Jianmin Bao et al.2,274 citations
  8. Video Swin Transformer ↗Ze Liu, Jia Ning, Yue Cao et al.2,148 citations
  9. Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields ↗Jonathan T. Barron, Ben Mildenhall, Dor Verbin et al.1,935 citations
  10. Conditional Prompt Learning for Vision-Language Models ↗Kaiyang Zhou, Jingkang Yang, Chen Change Loy et al.1,796 citations
  11. RePaint: Inpainting using Denoising Diffusion Probabilistic Models ↗Andreas Lugmayr, Martin Danelljan, Andrés Romero et al.1,697 citations
  12. Towards Total Recall in Industrial Anomaly Detection ↗Karsten Roth, Latha Pemula, Joaquin Zepeda et al.1,697 citations
  13. Scaling Up Your Kernels to 31×31: Revisiting Large Kernel Design in CNNs ↗Xiaohan Ding, Xiangyu Zhang, Jungong Han et al.1,447 citations
  14. Plenoxels: Radiance Fields without Neural Networks ↗Sara Fridovich-Keil, Alex Yu, Matthew Tancik et al.1,388 citations
  15. CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows ↗Xiaoyi Dong, Jianmin Bao, Dongdong Chen et al.1,358 citations
  16. MetaFormer is Actually What You Need for Vision ↗Weihao Yu, Mi Luo, Pan Zhou et al.1,255 citations
  17. SimMIM: a Simple Framework for Masked Image Modeling ↗Zhenda Xie, Zheng Zhang, Yue Cao et al.1,255 citations
  18. Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object Detection ↗Jinyuan Liu, Xin Fan, Zhanbo Huang et al.1,210 citations
  19. Toward Fast, Flexible, and Robust Low-Light Image Enhancement ↗Long Ma, Tengyu Ma, Risheng Liu et al.1,099 citations
  20. Efficient Geometry-aware 3D Generative Adversarial Networks ↗Eric Ryan Chan, Connor Z. Lin, Matthew A. Chan et al.1,093 citations
  21. Grounded Language-Image Pre-training ↗Liunian Harold Li, Pengchuan Zhang, Haotian Zhang et al.1,086 citations
  22. DN-DETR: Accelerate DETR Training by Introducing Query DeNoising ↗Feng Li, Hao Zhang, Shilong Liu et al.1,031 citations
  23. TrackFormer: Multi-Object Tracking with Transformers ↗Tim Meinhardt, Alexander Kirillov, Laura Leal-Taixé et al.1,018 citations
  24. Vision Transformer with Deformable Attention ↗Zhuofan Xia, Xuran Pan, Shiji Song et al.974 citations
  25. Decoupled Knowledge Distillation ↗Borui Zhao, Quan Cui, Renjie Song et al.965 citations
  26. TransFusion: Robust LiDAR-Camera Fusion for 3D Object Detection with Transformers ↗Xuyang Bai, Zeyu Hu, Xinge Zhu et al.951 citations
  27. CMT: Convolutional Neural Networks Meet Vision Transformers ↗Jianyuan Guo, Kai Han, Han Wu et al.939 citations
  28. Direct Voxel Grid Optimization: Super-fast Convergence for Radiance Fields Reconstruction ↗Cheng Guo Sun, Min Sun, Hwann-Tzong Chen939 citations
  29. Anomaly Detection via Reverse Distillation from One-Class Embedding ↗Hanqiu Deng, Xingyu Li892 citations
  30. Scaling Vision Transformers ↗Xiaohua Zhai, Alexander Kolesnikov, Neil Houlsby et al.844 citations
  31. Depth-supervised NeRF: Fewer Views and Faster Training for Free ↗Kangle Deng, Andrew Liu, Jun-Yan Zhu et al.841 citations
  32. Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis ↗Yucheng Tang, Dong Yang, Wenqi Li et al.839 citations
  33. MixFormer: End-to-End Tracking with Iterative Mixed Attention ↗Yutao Cui, Cheng Jiang, Limin Wang et al.838 citations
  34. Revisiting Skeleton-based Action Recognition ↗Haodong Duan, Yue Zhao, Kai Chen et al.834 citations
  35. NICE-SLAM: Neural Implicit Scalable Encoding for SLAM ↗Zihan Zhu, Songyou Peng, Viktor Larsson et al.825 citations
  36. MViTv2: Improved Multiscale Vision Transformers for Classification and Detection ↗Yanghao Li, Chao-Yuan Wu, Haoqi Fan et al.812 citations
  37. URetinex-Net: Retinex-based Deep Unfolding Network for Low-light Image Enhancement ↗Wenhui Wu, Jian Weng, Pingping Zhang et al.809 citations
  38. Point-BERT: Pre-training 3D Point Cloud Transformers with Masked Point Modeling ↗Xumin Yu, Lulu Tang, Yongming Rao et al.801 citations
  39. Block-NeRF: Scalable Large Scene Neural View Synthesis ↗Matthew Tancik, Vincent Casser, Xinchen Yan et al.781 citations
  40. Learning to Prompt for Continual Learning ↗Zifeng Wang, Zizhao Zhang, Chen‐Yu Lee et al.778 citations
  41. Blended Diffusion for Text-driven Editing of Natural Images ↗Omri Avrahami, Dani Lischinski, Ohad Fried764 citations
  42. ISNet: Shape Matters for Infrared Small Target Detection ↗Mingjin Zhang, Rui Zhang, Yuxiang Yang et al.721 citations
  43. Vector Quantized Diffusion Model for Text-to-Image Synthesis ↗Shuyang Gu, Dong Chen, Jianmin Bao et al.692 citations
  44. SNR-Aware Low-light Image Enhancement ↗Xiaogang Xu, Ruixing Wang, Chi‐Wing Fu et al.688 citations
  45. Mobile-Former: Bridging MobileNet and Transformer ↗Yinpeng Chen, Xiyang Dai, Dongdong Chen et al.680 citations
  46. DenseCLIP: Language-Guided Dense Prediction with Context-Aware Prompting ↗Yongming Rao, Wenliang Zhao, Guangyi Chen et al.631 citations
  47. Ego4D: Around the World in 3,000 Hours of Egocentric Video ↗Kristen Grauman, Andrew Westbury, Eugene Byrne et al.625 citations
  48. DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation ↗Lukas Hoyer, Dengxin Dai, Luc Van Gool622 citations
  49. MAXIM: Multi-Axis MLP for Image Processing ↗Zhengzhong Tu, Hossein Talebi, Han Zhang et al.616 citations
  50. RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse Inputs ↗Michael Niemeyer, Jonathan T. Barron, Ben Mildenhall et al.609 citations
  51. RegionCLIP: Region-based Language-Image Pretraining ↗Yiwu Zhong, Jianwei Yang, Pengchuan Zhang et al.595 citations
  52. AdaFace: Quality Adaptive Margin for Face Recognition ↗Minchul Kim, Anil Kumar Jain, Xiaoming Liu584 citations
  53. BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment ↗Kelvin C. K. Chan, Shangchen Zhou, Xiangyu Xu et al.583 citations
  54. QueryDet: Cascaded Sparse Query for Accelerating High-Resolution Small Object Detection ↗Chenhongyi Yang, Zehao Huang, Naiyan Wang582 citations
  55. Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning ↗Richard J. Chen, Chengkuan Chen, Yicong Li et al.577 citations
  56. Generating Diverse and Natural 3D Human Motions from Text ↗Chuan Guo, Shihao Zou, Xinxin Zuo et al.575 citations
  57. Point-NeRF: Point-based Neural Radiance Fields ↗Qiangeng Xu, Zexiang Xu, Julien Philip et al.572 citations
  58. Masked Feature Prediction for Self-Supervised Visual Pre-Training ↗Chen Wei, Haoqi Fan, Saining Xie et al.571 citations
  59. DAIR-V2X: A Large-Scale Dataset for Vehicle-Infrastructure Cooperative 3D Object Detection ↗Haibao Yu, Yizhen Luo, Mao Shu et al.569 citations
  60. Stratified Transformer for 3D Point Cloud Segmentation ↗Xin Lai, Jianhui Liu, Li Jiang et al.566 citations
  61. Image Segmentation Using Text and Image Prompts ↗Timo Lüddecke, Alexander S. Ecker562 citations
  62. DeepFusion: Lidar-Camera Deep Fusion for Multi-Modal 3D Object Detection ↗Yingwei Li, Adams Wei Yu, Tianjian Meng et al.558 citations
  63. Oriented RepPoints for Aerial Object Detection ↗Wentong Li, Yijie Chen, Kaixuan Hu et al.556 citations
  64. FLAVA: A Foundational Language And Vision Alignment Model ↗Amanpreet Singh, Ronghang Hu, Vedanuj Goswami et al.554 citations
  65. Image Dehazing Transformer with Transmission-Aware 3D Position Embedding ↗Chunle Guo, Qixin Yan, Saeed Anwar et al.552 citations
  66. On the Integration of Self-Attention and Convolution ↗Xuran Pan, Chunjiang Ge, Rui Lü et al.552 citations
  67. DiffusionCLIP: Text-Guided Diffusion Models for Robust Image Manipulation ↗Gwanghyun Kim, Tae‐Sung Kwon, Jong Chul Ye531 citations
  68. Ref-NeRF: Structured View-Dependent Appearance for Neural Radiance Fields ↗Dor Verbin, Peter Hedman, Ben Mildenhall et al.521 citations
  69. ST++: Make Self-trainingWork Better for Semi-supervised Semantic Segmentation ↗Lihe Yang, Wei Zhuo, Lei Qi et al.518 citations
  70. Geometric Transformer for Fast and Robust Point Cloud Registration ↗Zheng Qin, Hao Yu, Changiian Wang et al.505 citations
  71. Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels ↗Yuchao Wang, Haochen Wang, Yujun Shen et al.504 citations
  72. Continual Test-Time Domain Adaptation ↗Qin Wang, Olga Fink, Luc Van Gool et al.502 citations
  73. DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification ↗Hongrun Zhang, Yanda Meng, Yitian Zhao et al.484 citations
  74. Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection ↗Youwei Pang, Xiaoqi Zhao, Tian-Zhu Xiang et al.479 citations
  75. Detecting Deepfakes with Self-Blended Images ↗Kaede Shiohara, Toshihiko Yamasaki477 citations
  76. HiVT: Hierarchical Vector Transformer for Multi-Agent Motion Prediction ↗Zikang Zhou, Luyao Ye, Jianping Wang et al.460 citations
  77. MHFormer: Multi-Hypothesis Transformer for 3D Human Pose Estimation ↗Wenhao Li, Hong Liu, Hao Tang et al.458 citations
  78. GroupViT: Semantic Segmentation Emerges from Text Supervision ↗Jiarui Xu, Shalini De Mello, Sifei Liu et al.456 citations
  79. ELIC: Efficient Learned Image Compression with Unevenly Grouped Space-Channel Contextual Adaptive Coding ↗Dailan He, Ziming Yang, Weikun Peng et al.455 citations
  80. HumanNeRF: Free-viewpoint Rendering of Moving People from Monocular Video ↗Chung-Yi Weng, Brian Curless, Pratul P. Srinivasan et al.452 citations
  81. MAT: Mask-Aware Transformer for Large Hole Image Inpainting ↗Wenbo Li, Zhe Lin, Kun Zhou et al.449 citations
  82. InfoGCN: Representation Learning for Human Skeleton-based Action Recognition ↗Hyung‐gun Chi, Myoung Hoon Ha, Seunggeun Chi et al.446 citations
  83. PointCLIP: Point Cloud Understanding by CLIP ↗Renrui Zhang, Ziyu Guo, Wei Zhang et al.442 citations
  84. MaskGIT: Masked Generative Image Transformer ↗Huiwen Chang, Han Zhang, Lu Jiang et al.441 citations
  85. Transforming Model Prediction for Tracking ↗Christoph Mayer, Martin Danelljan, Goutam Bhat et al.434 citations
  86. All-In-One Image Restoration for Unknown Corruption ↗Boyun Li, Xiao Liu, Peng Hu et al.432 citations
  87. MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video ↗Jinlu Zhang, Zhigang Tu, Jianyu Yang et al.426 citations
  88. Mega-NeRF: Scalable Construction of Large-Scale NeRFs for Virtual Fly- Throughs ↗Haithem Turki, Deva Ramanan, Mahadev Satyanarayanan423 citations
  89. Not All Points Are Equal: Learning Highly Efficient Point-based Detectors for 3D LiDAR Point Clouds ↗Yifan Zhang, Qingyong Hu, Guoquan Xu et al.420 citations
  90. GMFlow: Learning Optical Flow via Global Matching ↗Haofei Xu, Jing Zhang, Jianfei Cai et al.418 citations
  91. TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions ↗Jeya Maria Jose Valanarasu, Rajeev Yasarla, Vishal M. Patel416 citations
  92. Robust fine-tuning of zero-shot models ↗Mitchell Wortsman, Gabriel Ilharco, Jong Wook Kim et al.408 citations
  93. LAVT: Language-Aware Vision Transformer for Referring Image Segmentation ↗Zhao Yang, Jiaqi Wang, Yansong Tang et al.406 citations
  94. CRIS: CLIP-Driven Referring Image Segmentation ↗Zhaoqing Wang, Yu Lu, Qiang Li et al.404 citations
  95. SimVP: Simpler yet Better Video Prediction ↗Zhangyang Gao, Cheng Tan, Lirong Wu et al.403 citations
  96. StyTr 2 : Image Style Transfer with Transformers ↗Yingying Deng, Fan Tang, Weiming Dong et al.402 citations
  97. End-to-End Reconstruction-Classification Learning for Face Forgery Detection ↗Junyi Cao, Chao Ma, Taiping Yao et al.398 citations
  98. Multi-level Feature Learning for Contrastive Multi-view Clustering ↗Jie Xu, Huayi Tang, Yazhou Ren et al.395 citations
  99. LiT: Zero-Shot Transfer with Locked-image text Tuning ↗Xiaohua Zhai, Xiao Wang, Basil Mustafa et al.388 citations
  100. Zero-Shot Text-Guided Object Generation with Dream Fields ↗Ajay Jain, Ben Mildenhall, Jonathan T. Barron et al.388 citations

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